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ZENODO
Software . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
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Processing of the carbon gas chamber flux, with automatic window detection and manual improvement.

Authors: Ivanova, Kseniia; Goeckede, Mathias;

Processing of the carbon gas chamber flux, with automatic window detection and manual improvement.

Abstract

This repository contains a complete processing pipeline for chamber-based carbon flux measurements. This includes automatic and manual window selection, visualisation, and flux computation for CO₂ and CH₄. The code handles the pre-processing and quality control of gas concentration slopes, converting them to fluxes with environmental covariates. Key components: Raw data splitting (01_raw_data_split.R): Prepares and organizes raw chamber measurement files. Automatic window detection (02_auto_window_detection.R): Identifies candidate flux windows by maximizing linearity (R²) of gas trends. Manual window QC app (03_manual_chamber_window_qc_app.R): Shiny application for visual inspection and adjustment of selected windows, showing mixing ratios, slope diagnostics, air temperature (AT), PAR, etc. Edits are auto-saved on navigation. Flux post-processing (04_ChamberFlux_Postprocessing.R): Computes slopes, derives fluxes using ideal gas assumptions, attaches environmental metrics, and classifies CO₂ flux as ER/NEE.

Keywords

CH4, flux calculation, CO2, chamber flux, data processing

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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